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text-to-video

text-to-video

LTX-2 19b

wavespeed-ai/ltx-2-19b/text-to-video

LTX-2 19b is the first DiT-based audio-video foundation model with synchronized audio and video, high fidelity, multiple performance modes, and production-ready outputs in one model. Ready-to-use REST inference API, best performance, no coldstarts, affordable pricing.

Idle

Your request will cost $0.08 per run.

For $1 you can run this model approximately 12 times.

One more thing::

ExamplesView all

README

LTX-2 19B Text-to-Video with Audio

LTX-2 is the first DiT-based (Diffusion Transformer) audio-video foundation model, capable of generating synchronized audio and video from a text prompt. With 19 billion parameters, it produces high-fidelity, production-ready clips with natural sound that matches the visuals — no post-production audio layering required.

Why Choose This?

  • Synchronized audio-video generation Outputs video with matching audio in a single pass — footsteps, ambient sounds, speech-like tones, and environmental audio are generated to fit the visual content.

  • High-fidelity visuals Leverages a 19B-parameter DiT architecture for detailed, temporally consistent video with minimal flickering.

  • Flexible resolution and aspect ratio Supports 480p, 720p, and 1080p outputs in both 16:9 (landscape) and 9:16 (vertical) formats.

  • Variable duration Generate clips from 5 to 20 seconds, suitable for quick loops or longer narrative beats.

Parameters

ParameterRequiredDescription
promptYesText description of the scene, action, and audio cues
resolutionNoOutput resolution: 480p, 720p (default), or 1080p
aspect_ratioNoOutput format: 16:9 (default) or 9:16
durationNoVideo length in seconds (5-20)
seedNoRandom seed for reproducibility (-1 for random)

Resolution Options

ResolutionBest For
480pFast previews, iteration, lowest cost
720pBalanced quality and cost (default)
1080pFinal delivery, maximum detail

Aspect Ratio Options

Aspect RatioUse Case
16:9Landscape, YouTube, desktop
9:16Vertical, TikTok, Stories, Reels

How to Use

  1. Write your prompt — describe the scene, action, and desired audio cues.
  2. Select resolution — 480p for iteration, 720p for balance, 1080p for final output.
  3. Choose aspect ratio — 16:9 for landscape, 9:16 for vertical platforms.
  4. Set duration — 5-20 seconds based on your content needs.
  5. Run — submit and download the generated video with synchronized audio.

Pricing

Resolution5s10s15s20s
480p$0.06$0.12$0.18$0.24
720p$0.08$0.16$0.24$0.32
1080p$0.12$0.24$0.36$0.48

Billing Rules

  • Base price: $0.08 (720p, 5 seconds)
  • Resolution multiplier: 480p = 0.75×, 720p = 1×, 1080p = 1.5×
  • Duration: Scales linearly (per 5 seconds)
  • Total cost = duration × $0.08 × resolution_multiplier / 5

Best Use Cases

  • Short-form Content — Create TikTok, Reels, and Stories with built-in audio.
  • Product Demos — Generate promotional videos with ambient sound.
  • Social Media — Produce engaging clips without separate audio editing.
  • Prototyping — Quickly visualize concepts with synchronized audiovisuals.
  • Marketing — Create ad content with cohesive sound design.

Pro Tips

  • Audio is automatic — you don't need to explicitly request it.
  • Describe sounds when it matters (e.g., "jazz music," "thunderstorm").
  • Match aspect ratio to platform: 9:16 for vertical-first, 16:9 for YouTube/desktop.
  • Iterate at 480p to dial in the prompt, then render at higher resolution for final output.
  • Use fixed seed when testing prompt variations to isolate the effect of your changes.

Notes

  • Maximum video duration is 20 seconds.
  • Audio is generated based on the visual content and prompt context.
  • For longer content, generate multiple clips and edit together.

Related Models

  • LTX-2 19B Image-to-Video — Animate a reference image into video with synchronized audio.
  • Wan 2.5 T2V — Alternative text-to-video with the Wan ecosystem.
  • Kling 2.6 T2V — Kuaishou's latest text-to-video generation model.
  • Sora 2 T2V — OpenAI's text-to-video model with cinematic quality.